The power of block-encoded matrix powers: improved regression techniques via faster Hamiltonian simulation.
Shantanav ChakrabortyAndrás GilyénStacey JefferyPublished in: CoRR (2018)
Keyphrases
- regression model
- run length
- finite state vector quantization
- polynomial regression
- coefficient matrix
- simulation model
- block wise
- improved algorithm
- model selection
- power electronics
- regression analysis
- singular value decomposition
- block size
- memory efficient
- simple linear
- low rank
- locally weighted
- covariance matrix
- power consumption
- support vector